Exploring the Factors Influencing Consumer Reconsumption Intention of Herbal Medicine
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Abstract
The research explores the factors of consumers’ trust in herbal medicine, perceived value, and the reconsumption intention that influence Indonesians to use herbal medicine for treatment and protection health conditions. This research uses consumer perceived value and relationship quality theory to explain research phenomena. The regression model was It employed a quantitative approach to determine the relationship of between consumers consumption behavior and herbal products. The sample in this study was selected using a purposive sampling. collected data by questionnaire. The results All proposed hypotheses are accepted, such as the effect of trust and perceived value on reconsumption intention. These results showed that consumer trust in the value and benefits of herbal medicine mediate the effect of perceived value on reconsumption intention. Therefore, there are still other factors included in this study related to consumers’ intention to (re)consume herbal medicine.
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References
Y. Zhang et al., “Application of fermented Chinese herbal medicines in food and medicine field: From an antioxidant perspective,” Trends Food Sci. Technol., vol. 148, p. 104410, 2024, doi: https://doi.org/10.1016/j.tifs.2024.104410.
Z. R. Siddique, G. Saha, and A. R. Kasem, “Estimating green purchase behavior: An empirical study using integrated behavior model in Bangladesh,” J. Asia Bus. Stud., vol. 15, no. 2, pp. 319–344, 2021, doi: https://doi.org/10.1108/ JABS-04-2019-0120.
M. S. Latif and Z. Lanxia, “The impact of service recovery on repurchase intentions: A moderated mediation model,” J. Res. Adm. Sci., vol. 8, no. 1, pp. 10–25, 2019, doi: https://doi.org/10.47609/JRAS2019v8i1p3.
P. Kaur, A. Dhir, S. Talwar, and K. Ghuman, “The value proposition of food delivery apps from the perspective of theory of consumption value,” Int. J. Contemp. Hosp. Manag., vol. 33, no. 4, pp. 1129–1159, 2021, doi: https://doi.org/10.1108/IJCHM-05-2020-0477.
S. Laparojkit and M. Suttipun, “The causal factors influencing repurchase intentions of local tourists in Thailand during COVID-19 crisis,” J. Tour. Futur., vol. 2022, doi: https://doi.org/10.1108/JTF-05-2021-0122.
H. Chen, X. Li, T.-S. Chiu, and F. Chen, “The impact of perceived justice on behavioral intentions of Cantonese Yum Cha consumers: The Mediation role of psychological contract violation,” J. Hosp. Tour. Manag., vol. 49, no. 1, pp. 178–188, 2021, doi: https://doi.org/10.1016/j.jhtm.2021.09.009.
Y. Guo, K. Zhang, and C. Wang, “Way to success: Understanding top streamer’s popularity and influence from the perspective of source characteristics,” J. Retail. Consum. Serv., vol. 64, p. 102786, 2022, doi: https://doi. org/10.1016/j.jretconser.2021.102786.
Global Biodiversity Index, “The 201 most (& least) biodiverse countries,” Global Biodiversity Index, 2022. https://theswiftest.com/biodiversity-index/
A. P. Wijaya and I. T. Annisa, “The influence of brand image, brand trust and product packaging information on purchasing decisions,” J. Anal. Bisnis Ekon., vol. 18, no. 1, pp. 24–35, 2020, doi: https://doi.org/10.31603/bisnisekonomi.v18i1.3077.
A. Rinenggo, A. Sudiro, Sunaryo, and A. S. Hussein, “Trustworthiness in Indonesia healthcare: Fostering loyalty in B2B relationships,” Cogent Bus. Manag., vol. 11, no. 1, p. 2371991, 2024, doi: https://doi.org/10.1080 /23311975.2024.2371991.
C. H. Lee, C. W. Chen, W. K. Chen, and K. H. Lin, “Analyzing the effect of social support and customer engagement on stickiness and repurchase intention in social commerce: A trust transfer perspective,” J. Electron. Commer. Res., vol. 22, no. 4, pp. 363–381, 2021.
M. M. Mehdi, A. Kler, and L. Nafees, “Factors influencing m-loyalty and customer reuse intention toward mobile instant messaging services,” J. Bus. Ind. Mark., vol. 39, no. 1, pp. 66–84, 2024, doi: https://doi.org/10.1108/ JBIM-01-2023-0021.
L. Xie, X. Guan, Y. He, and T.-C. Huan, “Wellness tourism: Customer-perceived value on customer engagement,” Tour. Rev., vol. 77, no. 3, pp. 859–876, 2022, doi: https://doi.org/10.1108/TR-06-2020-0281.
D. Servera-Francés, M. Fuentes-Blasco, and L. Piqueras-Tomás, “The importance of sustainable practices in value creation and consumers’ commitment with companies’ commercial format,” Sustainability, vol. 12, no. 23, p. 9852, 2020, doi: https://doi. org/10.3390/su12239852.
F. Qin, W. Le, M. Zhang, and Y. Deng, “How perceived attributes of livestreaming commerce influence customer engagement: A social support perspective,” J. Serv. Theory Pract., vol. 33, no. 1, pp. 1–22, 2023, doi: https://doi. org/10.1108/JSTP-01-2022-0022.
J. Bhattacharyya, M. S. Balaji, and Y. Jiang, “Causal complexity of sustainable consumption: Unveiling the equifinal causes of purchase intentions of plant-based meat alternatives,” J. Bus. Res., vol. 156, p. 113511, 2023, doi: https://doi.org/10.1016/j.jbusres.2022.113511.
J. N. Sheth, B. I. Newman, and B. L. Gross, “Why we buy what we buy: A theory of consumption values,” J. Bus. Res., vol. 22, no. 2, pp. 159–170, 1991, doi: https://doi.org/10.1016/0148-2963(91)90050-8.
T. Hennig-Thurau and A. Klee, “The impact of customer satisfaction and relationship quality on customer retention: A critical reassessment and model development,” Psychol. Mark., vol. 14, no. 8, pp. 737–764, 1997, doi: https://doi. org/10.1002/(SICI)1520-6793(199712)14:83.0.CO;2-F.
R. E. Plank, D. A. Reid, and E. B. Pullins, “Perceived trust in business-to-business sales: A new measure,” J. Pers. Sell. Sales Manag., vol. 19, no. 3, pp. 61–71, 1999.
A. S. Hussein, S. Sumiati, R. Hapsari, and J. Abu Bakar, “Bank 4.0 experiential quality and customer loyalty: A serial mediating role of customer trust and engagement,” TQM J., vol. 35, no. 7, pp. 1706–1721, 2023, doi: https://doi.org/10.1108/ TQM-11-2021-0344.
N. T. Ha, T. L. H. Nguyen, T. P. L. Nguyen, and T. D. Nguyen, “The effect of trust on consumers’ online purchase intention: An integration of TAM and TPB,” Manag. Sci. Lett., vol. 9, no. 1, pp. 1451–1460, 2019, doi: https://doi.org/10.5267/j. msl.2019.5.006.
W. P. Asti, P. W. Handayani, and F. Azzahro, “Influence of trust, perceived value, and attitude on customers’ repurchase intention for e-grocery,” J. Food Prod. Mark., vol. 27, no. 3, pp. 157–171, 2021, doi: https://doi.org/10.1080/1045 4446.2021.1922325.
W. Wandoko and I. E. Panggati, “The influence of digital influencer, e-WOM and information quality on customer repurchase intention toward online shop in e-marketplace during pandemic COVID-19: The mediation effect of customer trust,” J. Relatsh. Mark., vol. 21, no. 2, pp. 148–167, 2022, doi: https://doi.org/10.1080/15332667.2022.2035198.
D. Suleman and I. Zuniarti, “Consumer decisions toward fashion product shopping in Indonesia: The effects of attitude, perception of ease of use, usefulness, and trust,” Manag. Dyn. Knowl. Econ., vol. 7, no. 2, pp. 133–146, 2013, doi: https://doi.org/10.25019/MDKE/7.2.01.
E. A. D. M. Watanabe, S. Alfinito, I. C. G. Curvelo, and K. M. Hamza, “Perceived value, trust and purchase intention of organic food: A study with Brazilian consumers,” Br. Food J., vol. 122, no. 4, pp. 1070–1184, 2020, doi: https://doi. org/10.1108/BFJ-05-2019-0363.
T. Hariguna, A. M. Adiandari, and A. Ruangkanjanases, “Assessing customer intention use of mobile money application and the antecedent of perceived value, economic trust and service trust,” Int. J. Web Inf. Syst., vol. 16, no. 3, pp. 331–345, 2020, doi: https://doi.org/10.1108/IJWIS-12-2019-0055.
K. F. Yuen, Y. D. Wong, F. Ma, and X. Wang, “The determinants of public acceptance of autonomous vehicles: An innovation diffusion perspective,” J. Clean. Prod., vol. 270, no. 1, p. 121904, 2020, doi: https://doi.org/10.1016/j.jclepro.2020.121904.
V. M. Sharma and A. Klein, “Consumer perceived value, involvement, trust, susceptibility to interpersonal influence, and intention to participate in online group buying,” J. Retail. Consum. Serv., vol. 52, no. 1, p. 101946, 2020, doi: https://doi.org/10.1016/j.jretconser.2019.101946.
D. H. Lee, “The trinity of extended service quality, distinct perceived value, and customer loyalty facilitators,” Asia Pacific J. Mark. Logist., vol. 35, no. 5, pp. 1262–1287, 2023, doi: https://doi.org/10.1108/APJML-01-2022-0048.
H. Al Halbusi, K. Al-Sulaiti, F. Abdelfattah, A. B. Ahmad, and S. Hassan, “Understanding consumers’ adoption of e-pharmacy in Qatar: Applying the unified theory of acceptance and use of technology,” J. Sci. Technol. Policy Manag., 2024, doi: https://doi.org/10.1108/JSTPM-03-2023-0042.
C. R. Pardede, S. L. H. V. J. Lapian, and M. Pandowo, “The influence of perceived value and trust on repurchase intention in Shopee online shopping,” J. EMBA, vol. 6, no. 1, pp. 331–340, 2018.
K. Petravičiūtė, B. Šeinauskiené, A. Rūtelionė, and K. Krukowski, “Linking luxury brand perceived value, brand attachment, and purchase intention: The role of consumer vanity,” Sustainability, vol. 13, no. 12, p. 6912, 2021, doi: https://doi. org/10.3390/su13126912.
M. C. Mason, S. Oduro, R. M. Umar, and G. Zamparo, “Effect of consumption values on consumer behavior: A meta-analysis,” Mark. Intell. Plan., vol. 41, no. 7, pp. 923–944, 2023, doi: https://doi.org/10.1108/MIP-03-2023-0100 Mehdi.
T. K. A. Peiris, D. Jasingha, and M. S. H. Rathnasiri, “Examining the effect of consumption values on green FMCG purchase behaviour: A focus on the theory of consumption values,” Manag. Sustain. An Arab Rev., 2024, doi: https://doi.org/10.1108/MSAR-07-2023-0040.
D. De Toni, L. Eberle, F. Larentis, and G. S. Milan, “Antecedents of perceived value and repurchase intention of organic food,” J. Food Prod. Mark., vol. 24, no. 4, pp. 456–475, 2018, doi: https://doi.org/10.1080/10454446.2017.1314231.
H. J. Lee and Z. S. Yun, “Consumers’ perceptions of organic food attributes and cognitive and affective attitudes as determinants of their purchase intentions toward organic food,” Food Qual. Prefer., vol. 39, pp. 259–267, 2015, doi: https:// doi.org/10.1016/j.foodqual.2014.06.002.
V. Kumar and W. Reinartz, “Creating enduring customer value. Journal of Marketing,” 2016, vol. 80, no. 6, pp. 36–68, doi: https://doi. org/10.1509/jm.15.0414.
P. Kotler and G. Amstrong, “Principles of marketing,” Pearson, 2021.
J. Hyun and A. Fairhurst, “Understanding consumers’ purchasing behavior of ethnically disparate products,” J. Consum. Behav., vol. 17, no. 1, pp. 114–126, 2018, doi: https://doi.org/10.1002/cb.1691.
H. Al Halbusi, P. Soto-Acosta, and S. Popa, “Analysing e-entrepreneurial intention from the theory of planned behaviour: The role of social media use and perceived social support,” Int. Entrep. Manag. J., vol. 19, no. 4, pp. 1611–1642, 2023, doi: https://doi.org/10.1007/s11365-023-00866-1.
R. Anaya-Sánchez, R. Aguilar-Illescas, S. Molinillo, and F. J. Martínez-López, “Trust and loyalty in online brand communities,” Spanish J. Mark. – ESIC, vol. 24, no. 2, pp. 177–191, 2020, doi: https://doi.org/10.1108/SJME-01-2020-0004.
A. R. Putra, S. Musnadi, and S. Chan, “Analysis of behavioral intention to use a community-based information system in the city of Banda Aceh, Indonesia,” Expert J. Mark., vol. 7, no. 2, pp. 93–99, 2019.
L. Huang, L. Bai, and S. Gong, “The effects of carrier, benefit, and perceived trust in information channel on functional food purchase intention among Chinese consumers,” Food Qual. Prefer., vol. 81, no. 1, p. 103854, 2020, doi: https:// doi.org/10.1016/j.foodqual.2019.103854.
A. Chang and M. T. Liu, “What to say to patrons about buying tickets again? Modelling a modern relationship for traditional performing arts,” J. Creat. Commun., vol. 13, no. 3, pp. 167–184, 2018, doi: https://doi. org/10.1177/0973258618792789.
U. A. Ali, T. Jalees, and S. Qabool, “Extending the theory of reasoned action on antecedents to consumer repurchase intentions,” Mark. Forces, vol. 13, no. 2, pp. 115–133, 2018.
N. L. P. Indiani and G. A. Fahik, “Conversion of online purchase intention into actual purchase: The moderating role of transaction security and convenience,” Bus. Theory Pract., vol. 21, no. 1, pp. 18–29, 2020, doi: https://doi.org/10.3846/ btp.2020.11346.
M. G. Miranti and T. Tukiran, “Description of knowledge, attitude, and consumption behaviour of supplements drink for elderly to improve the immunity systems in Covid-19 pandemic,” Miseic, 2020, doi: https://miseic.conference. unesa.ac.id/index.php/ocs/miseic2020/paper/view/2622/0.
N. Peña-García, I. Gil-Saura, A. Rodríguez-Orejuela, and J. R. Siqueira-Junior, “Purchase intention and purchase behavior online: A cross-cultural approach,” Heliyon, vol. 6, no. 6, p. e04284, 2020, doi: https://doi.org/10.1016/j.heliyon.2020.e04284.
R. Van de Wetering, J. Doe, R. Van den Heuvel, and H. Al Halbusi, “How do SMEs shape business model innovation? A digital infrastructure, improvisational, and dynamic capability perspective,” SSRN Electron. J., 2023, doi: https://doi.org/10.2139/ssrn.4599211.
H. Al Halbusi, S. Popa, S. M. Alshibani, and P. Soto-Acosta, “Greening the future: Analyzing green entrepreneurial orientation, green knowledge management and digital transformation for sustainable innovation and circular economy,” Eur. J. Innov. Manag., 2024, doi: https://doi.org/10.1108/EJIM-02-2024-0169.
Sekaran and Bougie, Research methods for business: A skill-building approach, 7th ed. 2016.
S. Lemeshow, D. W. Hosmer, J. Klar, and S. K. Lwanga, “Sample size in health research,” 1997.
H. Qasim, L. Yan, R. Guo, A. Saeed, and B. N. Ashraf, “The defining role of environmental self-identity among consumption values and behavioral intention to consume organic food,” Int. J. Environ. Res. Public Health, vol. 16, no. 7, p. 1106, 2019, doi: https://doi.org/10.3390/ijerph16071106.
T. Oliveira, M. Alhinho, P. Rita, and G. Dhillon, “Modelling and testing consumer trust dimensions in e-commerce,” Comput. Human Behav., vol. 71, pp. 153–164, 2017, doi: https://doi.org/10.1016/j.chb.2017.01.050.
R. Hapsari, A. S. Hussein, and R. P. Handrito, “Being fair to customers: A strategy in enhancing customer engagement and loyalty in the Indonesia mobile telecommunication industry,” Serv. Mark. Q., vol. 41, no. 1, pp. 49–67, 2020, doi: https://doi.org/10.1080/15332969.2019.1707375.
W. J. Chang, S. H. Liao, Y. C. Chung, and H. P. Chen, “Service quality, experiential value and repurchase intention for medical cosmetology clinic: Moderating effect of Generation,” Total Qual. Manag. Bus. Excell., vol. 31, no. 9–10, pp. 1077–1097, 2020, doi: https://doi.org/10.1080/14783363.2018.1463156.
Y. R. Fiandari, S. Surachman, F. Rohman, and A. S. Hussein, “Perceived value dimension in repetitive fish consumption in Indonesia by using an extended theory of planned behavior,” Br. Food J., vol. 121, no. 6, pp. 1220–1235, 2019, doi: https://doi.org/10.1108/BFJ-07-2018-0429.
C. Castelfranchi and R. Falcone, “Trust theory: A socio-cognitive and computational model,” 2010.
A. G. Chin, M. A. Harris, and R. Brookshire, “An empirical investigation of intent to adopt mobile payment systems using a trust-based extended valence framework,” Inf. Syst. Front., vol. 24, no. 1, pp. 329–347, 2022, doi: https://doi. org/10.1007/s10796-020-10080-x.
D. J. Kim, D. L. Ferrin, and H. R. Rao, “A trust-based consumer decision-making model in electronic commerce: The role of trust, perceived risk, and their antecedents,” Decis. Support Syst., vol. 44, no. 2, pp. 544–564, 2008, doi: https://doi. org/10.1016/j.dss.2007.07.001.
Y. Cui, J. Mou, J. Cohen, and Y. Liu, “Understanding information system success model and valence framework in sellers’ acceptance of cross border e commerce: A sequential multi method approach,” Electron. Commer. Res., vol. 19, no. 4, pp. 885–914, 2019, doi: https://doi.org/10.1007/s10660-019-09331-0.
A. Munsch, “Millennial and generation Z digital marketing communication and advertising effectiveness: A qualitative exploration,” J. Glob. Sch. Mark. Sci., vol. 31, no. 1, pp. 10–29, 2021, doi: https://doi.org/10.1080/21639 159.2020.1808812.
W. L. P. Bredie, M. A. Petersen, D. Hartvig, M. B. Frøst, J. Risbo, and P. Møller, “Flavour pairing of foods: A physical-chemical and multisensory challenge for health promotion,” Eur. Sens. Netw., 2015.
C. Spence, “Food and beverage flavour pairing: A critical review of the literature,” Food Res. Int., vol. 133, p. 109124, 2020, doi: https://doi.org/10.1016/j.foodres.2020.109124.